Package: DisaggregateTS 3.0.1

Kaveh Salehzadeh Nobari

DisaggregateTS: High-Dimensional Temporal Disaggregation

Provides tools for temporal disaggregation, including: (1) High-dimensional and low-dimensional series generation for simulation studies; (2) A toolkit for temporal disaggregation and benchmarking using low-dimensional indicator series as proposed by Dagum and Cholette (2006, ISBN:978-0-387-35439-2); (3) Novel techniques by Mosley, Gibberd, and Eckley (2022, <doi:10.1111/rssa.12952>) for disaggregating low-frequency series in the presence of high-dimensional indicator matrices.

Authors:Kaveh Salehzadeh Nobari [aut, cre], Luke Mosley [aut]

DisaggregateTS_3.0.1.tar.gz
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DisaggregateTS_3.0.1.tgz(r-4.4-emscripten)DisaggregateTS_3.0.1.tgz(r-4.3-emscripten)
DisaggregateTS.pdf |DisaggregateTS.html✨
DisaggregateTS/json (API)

# Install 'DisaggregateTS' in R:
install.packages('DisaggregateTS', repos = 'https://cloud.r-project.org')
Datasets:
  • Data - GHG Emissions and Financial Data for IBM

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

2.00 score 507 downloads 3 exports 7 dependencies

Last updated 5 months agofrom:2a7cb2879c. Checks:3 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 31 2025
R-4.5-linuxOKMar 31 2025
R-4.4-linuxOKMar 31 2025

Exports:disaggregatesimulDiagnosisTempDisaggDGP

Dependencies:larslatticeMatrixrbibutilsRdpackwithrzoo

Temporal Disaggregation of IBM's GHG Emissions

Rendered fromHigh_Dimensional_Temporal_Disaggregation.Rmdusingknitr::rmarkdownon Mar 31 2025.

Last update: 2024-10-31
Started: 2024-10-29

Citation

To cite package ‘DisaggregateTS’ in publications use:

Salehzadeh Nobari K, Mosley L (2024). DisaggregateTS: High-Dimensional Temporal Disaggregation. R package version 3.0.1, https://CRAN.R-project.org/package=DisaggregateTS.

Corresponding BibTeX entry: 

  @Manual{,
    title = {DisaggregateTS: High-Dimensional Temporal Disaggregation},
    author = {Kaveh {Salehzadeh Nobari} and Luke Mosley},
    year = {2024},
    note = {R package version 3.0.1},
    url = {https://CRAN.R-project.org/package=DisaggregateTS},
  }